4.4 Article

Existence and global stability of periodic solution for delayed discrete high-order Hopfield-type neural networks

Journal

DISCRETE DYNAMICS IN NATURE AND SOCIETY
Volume 2005, Issue 3, Pages 281-297

Publisher

HINDAWI LTD
DOI: 10.1155/DDNS.2005.281

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By using coincidence degree theory as well as a priori estimates and Lyapunov functional, we study the existence and global stability of periodic solution for discrete delayed high-order Hopfield-type neural networks. We obtain some easily verifiable sufficient conditions to ensure that there exists a unique periodic solution, and all theirs solutions converge to such a periodic solution.

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